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Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis

Big data and cognitive computing, 2024-09, Vol.8 (9), p.99

2024

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Differential geometry-based techniques for characterization of boundary roughness of pulmonary nodules in CT images

International journal for computer assisted radiology and surgery, 2016-03, Vol.11 (3), p.337-349

2016

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Visual feedback and self-monitoring in speech learning via hand movement

The Journal of the Acoustical Society of America, 2020-10, Vol.148 (4), p.2765-2765

2020

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Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.2762-2766

2019

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SOUND STREAM: Towards vocal sound synthesis via dual-handed simultaneous control of articulatory parameters

The Journal of the Acoustical Society of America, 2018-09, Vol.144 (3), p.1907-1907

2018

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Rethinking Semi-Supervised Federated Learning: How to Co-train Fully-Labeled and Fully-Unlabeled Client Imaging Data

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023, Vol.14221, p.414-424

2023

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Leveraging Artificial Intelligence, Natural Language Processing, and Natural Language Generation in Medical Writing

American Medical Writers Association AMWA journal, 2023-03, Vol.38 (1)

2023

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Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment

Machine Learning in Medical Imaging, 2023, Vol.14349, p.253-263

2023

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Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2019, Vol.33 (1), p.10019-10020

2019

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Ultra2Speech - A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue Images

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020, Vol.12263, p.473-482

2020

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Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023, Vol.14220, p.216-226

2023

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Developing Clinical Artificial Intelligence for Obstetric Ultrasound to Improve Access in Underserved Regions: Protocol for a Computer-Assisted Low-Cost Point-of-Care UltraSound (CALOPUS) Study

JMIR research protocols, 2022-09, Vol.11 (9), p.e37374-e37374

2022

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STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos

Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024, Vol.15004, p.742-752

2024

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A fast local gradient based super-resolution image reconstruction algorithm with fuzzy hyper-bias learning and sparse monitoring paradigm

2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS), 2015, p.399-404

2015

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Stereo Orthogonal Feature-mapping transform (SOFT) for stereo matching

2016 IEEE Annual India Conference (INDICON), 2016, p.1-6

2016

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Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning

Computational Biomechanics for Medicine, 2019, p.133-141

2019

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Simulation and model verification of shoe embedded piezoelectric energy harvester

2014 6th IEEE Power India International Conference (PIICON), 2014, p.1-6

2014

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Performance evaluation of a robust fuzzy noise estimation technique in MRI

2015 Annual IEEE India Conference (INDICON), 2015, p.1-6

2015

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Artificial Bee Colony (ABC) based variable density sampling scheme for CS-MRI

2016 IEEE Region 10 Conference (TENCON), 2016, p.1254-1257

2016

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Design of micro-power semi-implantable hearing-aid with hydraulic amplification methodology and simultaneous resonance bandwidth control technique

2014 IEEE Global Humanitarian Technology Conference - South Asia Satellite (GHTC-SAS), 2014, p.118-122

2014

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Linkage between precipitation isotopes and biosphere-atmosphere interaction observed in northeast India

NPJ climate and atmospheric science, 2022-02, Vol.5 (1), p.1-11, Article 10

2022

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A Framework for Design of Portable and Scalable Physical Layer in O- RAN

2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2024, p.1112-1115

2024

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Correlation of cervical cancers with long-term use of hormonal oral contraceptive pills - A retrospective observational multicentric study in suburban-based medical colleges in West Bengal

Asian Journal of Medical Sciences, 2023-12, Vol.14 (12), p.99-105

2023

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Factors associated with visual outcome after traumatic hyphema following closed globe injury due to blunt trauma: A tertiary care center study

National journal of physiology, pharmacy and pharmacology, 2023, p.1

2023

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Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis

Differential geometry-based techniques for characterization of boundary roughness of pulmonary nodules in CT images

Visual feedback and self-monitoring in speech learning via hand movement

Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts

SOUND STREAM: Towards vocal sound synthesis via dual-handed simultaneous control of articulatory parameters

Rethinking Semi-Supervised Federated Learning: How to Co-train Fully-Labeled and Fully-Unlabeled Client Imaging Data

Leveraging Artificial Intelligence, Natural Language Processing, and Natural Language Generation in Medical Writing

Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment

Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG

Ultra2Speech - A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue Images

Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos

Developing Clinical Artificial Intelligence for Obstetric Ultrasound to Improve Access in Underserved Regions: Protocol for a Computer-Assisted Low-Cost Point-of-Care UltraSound (CALOPUS) Study

STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos

A fast local gradient based super-resolution image reconstruction algorithm with fuzzy hyper-bias learning and sparse monitoring paradigm

Stereo Orthogonal Feature-mapping transform (SOFT) for stereo matching

Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning

Simulation and model verification of shoe embedded piezoelectric energy harvester

Performance evaluation of a robust fuzzy noise estimation technique in MRI

Artificial Bee Colony (ABC) based variable density sampling scheme for CS-MRI

Design of micro-power semi-implantable hearing-aid with hydraulic amplification methodology and simultaneous resonance bandwidth control technique

Linkage between precipitation isotopes and biosphere-atmosphere interaction observed in northeast India

A Framework for Design of Portable and Scalable Physical Layer in O- RAN

Plasma Gradient of Soluble Urokinase-Type Plasminogen Activator Receptor Is Linked to Pathogenic Plasma Proteome and Immune Transcriptome and Stratifies Outcomes in Severe COVID-19

Correlation of cervical cancers with long-term use of hormonal oral contraceptive pills - A retrospective observational multicentric study in suburban-based medical colleges in West Bengal

Factors associated with visual outcome after traumatic hyphema following closed globe injury due to blunt trauma: A tertiary care center study

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